Dataset statistics
| Dataset A | Dataset B | |
|---|---|---|
| Number of variables | 12 | 12 |
| Number of observations | 446 | 446 |
| Missing cells | 432 | 446 |
| Missing cells (%) | 8.1% | 8.3% |
| Duplicate rows | 0 | 0 |
| Duplicate rows (%) | 0.0% | 0.0% |
| Total size in memory | 45.3 KiB | 45.3 KiB |
| Average record size in memory | 104.0 B | 104.0 B |
Variable types
| Dataset A | Dataset B | |
|---|---|---|
| Numeric | 5 | 5 |
| Categorical | 4 | 4 |
| Text | 3 | 3 |
| Dataset A | Dataset B | |
|---|---|---|
Survived is highly overall correlated with Sex | Survived is highly overall correlated with Sex | High Correlation |
Sex is highly overall correlated with Survived | Sex is highly overall correlated with Survived | High Correlation |
Age has 90 (20.2%) missing values | Age has 96 (21.5%) missing values | Missing |
Cabin has 341 (76.5%) missing values | Cabin has 350 (78.5%) missing values | Missing |
PassengerId has unique values | PassengerId has unique values | Unique |
Name has unique values | Name has unique values | Unique |
SibSp has 308 (69.1%) zeros | SibSp has 307 (68.8%) zeros | Zeros |
Parch has 347 (77.8%) zeros | Parch has 342 (76.7%) zeros | Zeros |
Fare has 6 (1.3%) zeros | Fare has 10 (2.2%) zeros | Zeros |
Reproduction
| Dataset A | Dataset B | |
|---|---|---|
| Analysis started | 2023-09-12 08:02:43.806318 | 2023-09-12 08:02:48.960807 |
| Analysis finished | 2023-09-12 08:02:48.958929 | 2023-09-12 08:02:53.110154 |
| Duration | 5.15 seconds | 4.15 seconds |
| Software version | ydata-profiling v0.0.dev0 | ydata-profiling v0.0.dev0 |
| Download configuration | config.json | config.json |
PassengerId
Real number (ℝ)
| Dataset A | Dataset B | |
|---|---|---|
| Distinct | 446 | 446 |
| Distinct (%) | 100.0% | 100.0% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 431.71076 | 451.92601 |
| Dataset A | Dataset B | |
|---|---|---|
| Minimum | 2 | 1 |
| Maximum | 887 | 891 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 7.0 KiB | 7.0 KiB |
Quantile statistics
| Dataset A | Dataset B | |
|---|---|---|
| Minimum | 2 | 1 |
| 5-th percentile | 43.5 | 51.5 |
| Q1 | 196.25 | 231.5 |
| median | 428 | 456.5 |
| Q3 | 652.5 | 684.75 |
| 95-th percentile | 828 | 853.75 |
| Maximum | 887 | 891 |
| Range | 885 | 890 |
| Interquartile range (IQR) | 456.25 | 453.25 |
Descriptive statistics
| Dataset A | Dataset B | |
|---|---|---|
| Standard deviation | 255.28192 | 256.96998 |
| Coefficient of variation (CV) | 0.59132628 | 0.56861073 |
| Kurtosis | -1.1982817 | -1.1944421 |
| Mean | 431.71076 | 451.92601 |
| Median Absolute Deviation (MAD) | 229 | 227 |
| Skewness | 0.019860349 | 0.0072009949 |
| Sum | 192543 | 201559 |
| Variance | 65168.858 | 66033.57 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 147 | 1 | 0.2% |
| 713 | 1 | 0.2% |
| 777 | 1 | 0.2% |
| 494 | 1 | 0.2% |
| 849 | 1 | 0.2% |
| 490 | 1 | 0.2% |
| 410 | 1 | 0.2% |
| 99 | 1 | 0.2% |
| 192 | 1 | 0.2% |
| 243 | 1 | 0.2% |
| Other values (436) | 436 |
| Value | Count | Frequency (%) |
| 694 | 1 | 0.2% |
| 355 | 1 | 0.2% |
| 464 | 1 | 0.2% |
| 11 | 1 | 0.2% |
| 129 | 1 | 0.2% |
| 555 | 1 | 0.2% |
| 199 | 1 | 0.2% |
| 184 | 1 | 0.2% |
| 638 | 1 | 0.2% |
| 8 | 1 | 0.2% |
| Other values (436) | 436 |
| Value | Count | Frequency (%) |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 | |
| 11 | 1 | |
| 15 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 6 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 | |
| 11 | 1 | |
| 13 | 1 | |
| 14 | 1 | |
| 18 | 1 | |
| 20 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 6 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 | |
| 11 | 1 | |
| 13 | 1 | |
| 14 | 1 | |
| 18 | 1 | |
| 20 | 1 |
| Value | Count | Frequency (%) |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 | |
| 11 | 1 | |
| 15 | 1 |
Survived
Categorical
| Dataset A | Dataset B | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | 0.4% | 0.4% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 7.0 KiB | 7.0 KiB |
| 0 | |
|---|---|
| 1 |
| 0 | |
|---|---|
| 1 |
Length
| Dataset A | Dataset B | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Dataset A | Dataset B | |
|---|---|---|
| Total characters | 446 | 446 |
| Distinct characters | 2 | 2 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Dataset A | Dataset B | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Dataset A | Dataset B | |
|---|---|---|
| 1st row | 1 | 0 |
| 2nd row | 0 | 0 |
| 3rd row | 0 | 0 |
| 4th row | 0 | 0 |
| 5th row | 1 | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 277 | |
| 1 | 169 |
| Value | Count | Frequency (%) |
| 0 | 286 | |
| 1 | 160 |
Length
Common Values (Plot)
Dataset A
Dataset B
| Value | Count | Frequency (%) |
| 0 | 277 | |
| 1 | 169 |
| Value | Count | Frequency (%) |
| 0 | 286 | |
| 1 | 160 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 277 | |
| 1 | 169 |
| Value | Count | Frequency (%) |
| 0 | 286 | |
| 1 | 160 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 446 |
| Value | Count | Frequency (%) |
| Decimal Number | 446 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 277 | |
| 1 | 169 |
| Value | Count | Frequency (%) |
| 0 | 286 | |
| 1 | 160 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 446 |
| Value | Count | Frequency (%) |
| Common | 446 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 277 | |
| 1 | 169 |
| Value | Count | Frequency (%) |
| 0 | 286 | |
| 1 | 160 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 446 |
| Value | Count | Frequency (%) |
| ASCII | 446 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 277 | |
| 1 | 169 |
| Value | Count | Frequency (%) |
| 0 | 286 | |
| 1 | 160 |
Pclass
Categorical
| Dataset A | Dataset B | |
|---|---|---|
| Distinct | 3 | 3 |
| Distinct (%) | 0.7% | 0.7% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 7.0 KiB | 7.0 KiB |
| 3 | |
|---|---|
| 1 | |
| 2 |
| 3 | |
|---|---|
| 1 | |
| 2 |
Length
| Dataset A | Dataset B | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Dataset A | Dataset B | |
|---|---|---|
| Total characters | 446 | 446 |
| Distinct characters | 3 | 3 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Dataset A | Dataset B | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Dataset A | Dataset B | |
|---|---|---|
| 1st row | 3 | 3 |
| 2nd row | 3 | 3 |
| 3rd row | 3 | 3 |
| 4th row | 2 | 3 |
| 5th row | 2 | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 252 | |
| 1 | 105 | |
| 2 | 89 | 20.0% |
| Value | Count | Frequency (%) |
| 3 | 253 | |
| 1 | 103 | |
| 2 | 90 | 20.2% |
Length
Common Values (Plot)
Dataset A
Dataset B
| Value | Count | Frequency (%) |
| 3 | 252 | |
| 1 | 105 | |
| 2 | 89 | 20.0% |
| Value | Count | Frequency (%) |
| 3 | 253 | |
| 1 | 103 | |
| 2 | 90 | 20.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 252 | |
| 1 | 105 | |
| 2 | 89 | 20.0% |
| Value | Count | Frequency (%) |
| 3 | 253 | |
| 1 | 103 | |
| 2 | 90 | 20.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 446 |
| Value | Count | Frequency (%) |
| Decimal Number | 446 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 252 | |
| 1 | 105 | |
| 2 | 89 | 20.0% |
| Value | Count | Frequency (%) |
| 3 | 253 | |
| 1 | 103 | |
| 2 | 90 | 20.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 446 |
| Value | Count | Frequency (%) |
| Common | 446 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 252 | |
| 1 | 105 | |
| 2 | 89 | 20.0% |
| Value | Count | Frequency (%) |
| 3 | 253 | |
| 1 | 103 | |
| 2 | 90 | 20.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 446 |
| Value | Count | Frequency (%) |
| ASCII | 446 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 252 | |
| 1 | 105 | |
| 2 | 89 | 20.0% |
| Value | Count | Frequency (%) |
| 3 | 253 | |
| 1 | 103 | |
| 2 | 90 | 20.2% |
Name
['Text', 'Text']
| Dataset A | Dataset B | |
|---|---|---|
| Distinct | 446 | 446 |
| Distinct (%) | 100.0% | 100.0% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 7.0 KiB | 7.0 KiB |
Length
| Dataset A | Dataset B | |
|---|---|---|
| Max length | 82 | 57 |
| Median length | 48 | 48 |
| Mean length | 27.013453 | 26.697309 |
| Min length | 15 | 12 |
Characters and Unicode
| Dataset A | Dataset B | |
|---|---|---|
| Total characters | 12048 | 11907 |
| Distinct characters | 60 | 59 |
| Distinct categories | 7 | 7 ? |
| Distinct scripts | 2 | 2 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Dataset A | Dataset B | |
|---|---|---|
| Unique | 446 | 446 ? |
| Unique (%) | 100.0% | 100.0% |
Sample
| Dataset A | Dataset B | |
|---|---|---|
| 1st row | Andersson, Mr. August Edvard ("Wennerstrom") | Saad, Mr. Khalil |
| 2nd row | Coelho, Mr. Domingos Fernandeo | Boulos, Miss. Nourelain |
| 3rd row | Gronnestad, Mr. Daniel Danielsen | Gallagher, Mr. Martin |
| 4th row | Jenkin, Mr. Stephen Curnow | Sivic, Mr. Husein |
| 5th row | Caldwell, Master. Alden Gates | Hampe, Mr. Leon |
| Value | Count | Frequency (%) |
| mr | 256 | 14.1% |
| miss | 84 | 4.6% |
| mrs | 74 | 4.1% |
| william | 29 | 1.6% |
| john | 24 | 1.3% |
| henry | 21 | 1.2% |
| master | 20 | 1.1% |
| james | 15 | 0.8% |
| charles | 13 | 0.7% |
| thomas | 12 | 0.7% |
| Other values (877) | 1267 |
| Value | Count | Frequency (%) |
| mr | 271 | 15.1% |
| miss | 91 | 5.1% |
| mrs | 58 | 3.2% |
| william | 28 | 1.6% |
| master | 20 | 1.1% |
| henry | 19 | 1.1% |
| james | 15 | 0.8% |
| john | 14 | 0.8% |
| george | 12 | 0.7% |
| joseph | 10 | 0.6% |
| Other values (904) | 1256 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1370 | 11.4% | |
| r | 995 | 8.3% |
| e | 865 | 7.2% |
| a | 845 | 7.0% |
| s | 653 | 5.4% |
| n | 621 | 5.2% |
| i | 620 | 5.1% |
| M | 568 | 4.7% |
| l | 549 | 4.6% |
| o | 504 | 4.2% |
| Other values (50) | 4458 |
| Value | Count | Frequency (%) |
| 1349 | 11.3% | |
| r | 976 | 8.2% |
| a | 845 | 7.1% |
| e | 832 | 7.0% |
| i | 659 | 5.5% |
| s | 649 | 5.5% |
| n | 625 | 5.2% |
| M | 572 | 4.8% |
| l | 517 | 4.3% |
| o | 484 | 4.1% |
| Other values (49) | 4399 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7739 | |
| Uppercase Letter | 1829 | 15.2% |
| Space Separator | 1370 | 11.4% |
| Other Punctuation | 942 | 7.8% |
| Close Punctuation | 80 | 0.7% |
| Open Punctuation | 80 | 0.7% |
| Dash Punctuation | 8 | 0.1% |
| Value | Count | Frequency (%) |
| Lowercase Letter | 7653 | |
| Uppercase Letter | 1807 | 15.2% |
| Space Separator | 1349 | 11.3% |
| Other Punctuation | 959 | 8.1% |
| Close Punctuation | 66 | 0.6% |
| Open Punctuation | 66 | 0.6% |
| Dash Punctuation | 7 | 0.1% |
Most frequent character per category
Space Separator
| Value | Count | Frequency (%) |
| 1370 |
| Value | Count | Frequency (%) |
| 1349 |
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 995 | |
| e | 865 | |
| a | 845 | |
| s | 653 | |
| n | 621 | |
| i | 620 | |
| l | 549 | 7.1% |
| o | 504 | 6.5% |
| t | 337 | 4.4% |
| h | 263 | 3.4% |
| Other values (16) | 1487 |
| Value | Count | Frequency (%) |
| r | 976 | |
| a | 845 | |
| e | 832 | |
| i | 659 | |
| s | 649 | |
| n | 625 | |
| l | 517 | 6.8% |
| o | 484 | 6.3% |
| t | 335 | 4.4% |
| h | 255 | 3.3% |
| Other values (16) | 1476 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 568 | |
| J | 120 | 6.6% |
| A | 115 | 6.3% |
| H | 95 | 5.2% |
| S | 90 | 4.9% |
| C | 89 | 4.9% |
| E | 84 | 4.6% |
| B | 80 | 4.4% |
| W | 72 | 3.9% |
| R | 57 | 3.1% |
| Other values (15) | 459 |
| Value | Count | Frequency (%) |
| M | 572 | |
| A | 127 | 7.0% |
| H | 108 | 6.0% |
| J | 103 | 5.7% |
| S | 88 | 4.9% |
| C | 78 | 4.3% |
| E | 72 | 4.0% |
| W | 69 | 3.8% |
| B | 69 | 3.8% |
| L | 65 | 3.6% |
| Other values (15) | 456 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 447 | |
| , | 446 | |
| " | 44 | 4.7% |
| ' | 4 | 0.4% |
| / | 1 | 0.1% |
| Value | Count | Frequency (%) |
| , | 446 | |
| . | 446 | |
| " | 62 | 6.5% |
| ' | 5 | 0.5% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 80 |
| Value | Count | Frequency (%) |
| ) | 66 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 80 |
| Value | Count | Frequency (%) |
| ( | 66 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 8 |
| Value | Count | Frequency (%) |
| - | 7 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 9568 | |
| Common | 2480 | 20.6% |
| Value | Count | Frequency (%) |
| Latin | 9460 | |
| Common | 2447 | 20.6% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1370 | ||
| . | 447 | 18.0% |
| , | 446 | 18.0% |
| ) | 80 | 3.2% |
| ( | 80 | 3.2% |
| " | 44 | 1.8% |
| - | 8 | 0.3% |
| ' | 4 | 0.2% |
| / | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1349 | ||
| , | 446 | 18.2% |
| . | 446 | 18.2% |
| ) | 66 | 2.7% |
| ( | 66 | 2.7% |
| " | 62 | 2.5% |
| - | 7 | 0.3% |
| ' | 5 | 0.2% |
Latin
| Value | Count | Frequency (%) |
| r | 995 | 10.4% |
| e | 865 | 9.0% |
| a | 845 | 8.8% |
| s | 653 | 6.8% |
| n | 621 | 6.5% |
| i | 620 | 6.5% |
| M | 568 | 5.9% |
| l | 549 | 5.7% |
| o | 504 | 5.3% |
| t | 337 | 3.5% |
| Other values (41) | 3011 |
| Value | Count | Frequency (%) |
| r | 976 | 10.3% |
| a | 845 | 8.9% |
| e | 832 | 8.8% |
| i | 659 | 7.0% |
| s | 649 | 6.9% |
| n | 625 | 6.6% |
| M | 572 | 6.0% |
| l | 517 | 5.5% |
| o | 484 | 5.1% |
| t | 335 | 3.5% |
| Other values (41) | 2966 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12048 |
| Value | Count | Frequency (%) |
| ASCII | 11907 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1370 | 11.4% | |
| r | 995 | 8.3% |
| e | 865 | 7.2% |
| a | 845 | 7.0% |
| s | 653 | 5.4% |
| n | 621 | 5.2% |
| i | 620 | 5.1% |
| M | 568 | 4.7% |
| l | 549 | 4.6% |
| o | 504 | 4.2% |
| Other values (50) | 4458 |
| Value | Count | Frequency (%) |
| 1349 | 11.3% | |
| r | 976 | 8.2% |
| a | 845 | 7.1% |
| e | 832 | 7.0% |
| i | 659 | 5.5% |
| s | 649 | 5.5% |
| n | 625 | 5.2% |
| M | 572 | 4.8% |
| l | 517 | 4.3% |
| o | 484 | 4.1% |
| Other values (49) | 4399 |
Sex
Categorical
| Dataset A | Dataset B | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | 0.4% | 0.4% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 7.0 KiB | 7.0 KiB |
| male | |
|---|---|
| female |
| male | |
|---|---|
| female |
Length
| Dataset A | Dataset B | |
|---|---|---|
| Max length | 6 | 6 |
| Median length | 4 | 4 |
| Mean length | 4.7219731 | 4.6681614 |
| Min length | 4 | 4 |
Characters and Unicode
| Dataset A | Dataset B | |
|---|---|---|
| Total characters | 2106 | 2082 |
| Distinct characters | 5 | 5 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Dataset A | Dataset B | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Dataset A | Dataset B | |
|---|---|---|
| 1st row | male | male |
| 2nd row | male | female |
| 3rd row | male | male |
| 4th row | male | male |
| 5th row | male | male |
Common Values
| Value | Count | Frequency (%) |
| male | 285 | |
| female | 161 |
| Value | Count | Frequency (%) |
| male | 297 | |
| female | 149 |
Length
Common Values (Plot)
Dataset A
Dataset B
| Value | Count | Frequency (%) |
| male | 285 | |
| female | 161 |
| Value | Count | Frequency (%) |
| male | 297 | |
| female | 149 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 607 | |
| m | 446 | |
| a | 446 | |
| l | 446 | |
| f | 161 | 7.6% |
| Value | Count | Frequency (%) |
| e | 595 | |
| m | 446 | |
| a | 446 | |
| l | 446 | |
| f | 149 | 7.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2106 |
| Value | Count | Frequency (%) |
| Lowercase Letter | 2082 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 607 | |
| m | 446 | |
| a | 446 | |
| l | 446 | |
| f | 161 | 7.6% |
| Value | Count | Frequency (%) |
| e | 595 | |
| m | 446 | |
| a | 446 | |
| l | 446 | |
| f | 149 | 7.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2106 |
| Value | Count | Frequency (%) |
| Latin | 2082 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 607 | |
| m | 446 | |
| a | 446 | |
| l | 446 | |
| f | 161 | 7.6% |
| Value | Count | Frequency (%) |
| e | 595 | |
| m | 446 | |
| a | 446 | |
| l | 446 | |
| f | 149 | 7.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2106 |
| Value | Count | Frequency (%) |
| ASCII | 2082 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 607 | |
| m | 446 | |
| a | 446 | |
| l | 446 | |
| f | 161 | 7.6% |
| Value | Count | Frequency (%) |
| e | 595 | |
| m | 446 | |
| a | 446 | |
| l | 446 | |
| f | 149 | 7.2% |
Age
Real number (ℝ)
| Dataset A | Dataset B | |
|---|---|---|
| Distinct | 75 | 75 |
| Distinct (%) | 21.1% | 21.4% |
| Missing | 90 | 96 |
| Missing (%) | 20.2% | 21.5% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 30.916433 | 30.117629 |
| Dataset A | Dataset B | |
|---|---|---|
| Minimum | 0.42 | 0.75 |
| Maximum | 80 | 71 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 7.0 KiB | 7.0 KiB |
Quantile statistics
| Dataset A | Dataset B | |
|---|---|---|
| Minimum | 0.42 | 0.75 |
| 5-th percentile | 4 | 6 |
| Q1 | 22 | 21 |
| median | 29 | 28 |
| Q3 | 39 | 39 |
| 95-th percentile | 58 | 55.275 |
| Maximum | 80 | 71 |
| Range | 79.58 | 70.25 |
| Interquartile range (IQR) | 17 | 18 |
Descriptive statistics
| Dataset A | Dataset B | |
|---|---|---|
| Standard deviation | 15.135201 | 14.435373 |
| Coefficient of variation (CV) | 0.48955199 | 0.47929978 |
| Kurtosis | 0.26532849 | -0.16521907 |
| Mean | 30.916433 | 30.117629 |
| Median Absolute Deviation (MAD) | 8 | 9 |
| Skewness | 0.43310607 | 0.29207307 |
| Sum | 11006.25 | 10541.17 |
| Variance | 229.07431 | 208.37999 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 22 | 18 | 4.0% |
| 30 | 14 | 3.1% |
| 36 | 13 | 2.9% |
| 25 | 13 | 2.9% |
| 28 | 13 | 2.9% |
| 29 | 12 | 2.7% |
| 18 | 12 | 2.7% |
| 26 | 11 | 2.5% |
| 21 | 11 | 2.5% |
| 24 | 10 | 2.2% |
| Other values (65) | 229 | |
| (Missing) | 90 | 20.2% |
| Value | Count | Frequency (%) |
| 25 | 17 | 3.8% |
| 28 | 14 | 3.1% |
| 24 | 13 | 2.9% |
| 27 | 13 | 2.9% |
| 30 | 12 | 2.7% |
| 35 | 10 | 2.2% |
| 18 | 10 | 2.2% |
| 22 | 10 | 2.2% |
| 29 | 10 | 2.2% |
| 34 | 9 | 2.0% |
| Other values (65) | 232 | |
| (Missing) | 96 |
| Value | Count | Frequency (%) |
| 0.42 | 1 | 0.2% |
| 0.83 | 1 | 0.2% |
| 1 | 5 | |
| 2 | 7 | |
| 3 | 1 | 0.2% |
| 4 | 4 | |
| 5 | 1 | 0.2% |
| 6 | 2 | 0.4% |
| 7 | 1 | 0.2% |
| 8 | 2 | 0.4% |
| Value | Count | Frequency (%) |
| 0.75 | 1 | 0.2% |
| 0.92 | 1 | 0.2% |
| 1 | 3 | |
| 2 | 5 | |
| 3 | 1 | 0.2% |
| 4 | 4 | |
| 5 | 2 | 0.4% |
| 6 | 2 | 0.4% |
| 7 | 2 | 0.4% |
| 8 | 2 | 0.4% |
| Value | Count | Frequency (%) |
| 0.75 | 1 | 0.2% |
| 0.92 | 1 | 0.2% |
| 1 | 3 | |
| 2 | 5 | |
| 3 | 1 | 0.2% |
| 4 | 4 | |
| 5 | 2 | 0.4% |
| 6 | 2 | 0.4% |
| 7 | 2 | 0.4% |
| 8 | 2 | 0.4% |
| Value | Count | Frequency (%) |
| 0.42 | 1 | 0.2% |
| 0.83 | 1 | 0.2% |
| 1 | 5 | |
| 2 | 7 | |
| 3 | 1 | 0.2% |
| 4 | 4 | |
| 5 | 1 | 0.2% |
| 6 | 2 | 0.4% |
| 7 | 1 | 0.2% |
| 8 | 2 | 0.4% |
SibSp
Real number (ℝ)
| Dataset A | Dataset B | |
|---|---|---|
| Distinct | 7 | 7 |
| Distinct (%) | 1.6% | 1.6% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.49775785 | 0.49103139 |
| Dataset A | Dataset B | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 8 | 8 |
| Zeros | 308 | 307 |
| Zeros (%) | 69.1% | 68.8% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 7.0 KiB | 7.0 KiB |
Quantile statistics
| Dataset A | Dataset B | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 0 | 0 |
| Q1 | 0 | 0 |
| median | 0 | 0 |
| Q3 | 1 | 1 |
| 95-th percentile | 2.75 | 2 |
| Maximum | 8 | 8 |
| Range | 8 | 8 |
| Interquartile range (IQR) | 1 | 1 |
Descriptive statistics
| Dataset A | Dataset B | |
|---|---|---|
| Standard deviation | 1.0721162 | 1.0116891 |
| Coefficient of variation (CV) | 2.1538911 | 2.0603349 |
| Kurtosis | 18.478005 | 16.776802 |
| Mean | 0.49775785 | 0.49103139 |
| Median Absolute Deviation (MAD) | 0 | 0 |
| Skewness | 3.7645961 | 3.5037685 |
| Sum | 222 | 219 |
| Variance | 1.1494332 | 1.0235149 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 308 | |
| 1 | 107 | 24.0% |
| 4 | 9 | 2.0% |
| 2 | 8 | 1.8% |
| 3 | 8 | 1.8% |
| 8 | 3 | 0.7% |
| 5 | 3 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 307 | |
| 1 | 105 | 23.5% |
| 2 | 12 | 2.7% |
| 4 | 10 | 2.2% |
| 3 | 8 | 1.8% |
| 8 | 2 | 0.4% |
| 5 | 2 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 308 | |
| 1 | 107 | 24.0% |
| 2 | 8 | 1.8% |
| 3 | 8 | 1.8% |
| 4 | 9 | 2.0% |
| 5 | 3 | 0.7% |
| 8 | 3 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 307 | |
| 1 | 105 | 23.5% |
| 2 | 12 | 2.7% |
| 3 | 8 | 1.8% |
| 4 | 10 | 2.2% |
| 5 | 2 | 0.4% |
| 8 | 2 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 307 | |
| 1 | 105 | 23.5% |
| 2 | 12 | 2.7% |
| 3 | 8 | 1.8% |
| 4 | 10 | 2.2% |
| 5 | 2 | 0.4% |
| 8 | 2 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 308 | |
| 1 | 107 | 24.0% |
| 2 | 8 | 1.8% |
| 3 | 8 | 1.8% |
| 4 | 9 | 2.0% |
| 5 | 3 | 0.7% |
| 8 | 3 | 0.7% |
Parch
Real number (ℝ)
| Dataset A | Dataset B | |
|---|---|---|
| Distinct | 6 | 7 |
| Distinct (%) | 1.3% | 1.6% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.35874439 | 0.36995516 |
| Dataset A | Dataset B | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 5 | 6 |
| Zeros | 347 | 342 |
| Zeros (%) | 77.8% | 76.7% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 7.0 KiB | 7.0 KiB |
Quantile statistics
| Dataset A | Dataset B | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 0 | 0 |
| Q1 | 0 | 0 |
| median | 0 | 0 |
| Q3 | 0 | 0 |
| 95-th percentile | 2 | 2 |
| Maximum | 5 | 6 |
| Range | 5 | 6 |
| Interquartile range (IQR) | 0 | 0 |
Descriptive statistics
| Dataset A | Dataset B | |
|---|---|---|
| Standard deviation | 0.79124549 | 0.82646859 |
| Coefficient of variation (CV) | 2.2055968 | 2.2339697 |
| Kurtosis | 9.6071043 | 12.524856 |
| Mean | 0.35874439 | 0.36995516 |
| Median Absolute Deviation (MAD) | 0 | 0 |
| Skewness | 2.7958988 | 3.1311993 |
| Sum | 160 | 165 |
| Variance | 0.62606943 | 0.68305034 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 347 | |
| 1 | 54 | 12.1% |
| 2 | 37 | 8.3% |
| 5 | 3 | 0.7% |
| 3 | 3 | 0.7% |
| 4 | 2 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 342 | |
| 1 | 65 | 14.6% |
| 2 | 28 | 6.3% |
| 3 | 5 | 1.1% |
| 5 | 3 | 0.7% |
| 4 | 2 | 0.4% |
| 6 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 347 | |
| 1 | 54 | 12.1% |
| 2 | 37 | 8.3% |
| 3 | 3 | 0.7% |
| 4 | 2 | 0.4% |
| 5 | 3 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 342 | |
| 1 | 65 | 14.6% |
| 2 | 28 | 6.3% |
| 3 | 5 | 1.1% |
| 4 | 2 | 0.4% |
| 5 | 3 | 0.7% |
| 6 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 342 | |
| 1 | 65 | 14.6% |
| 2 | 28 | 6.3% |
| 3 | 5 | 1.1% |
| 4 | 2 | 0.4% |
| 5 | 3 | 0.7% |
| 6 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 347 | |
| 1 | 54 | 12.1% |
| 2 | 37 | 8.3% |
| 3 | 3 | 0.7% |
| 4 | 2 | 0.4% |
| 5 | 3 | 0.7% |
Ticket
['Text', 'Text']
| Dataset A | Dataset B | |
|---|---|---|
| Distinct | 386 | 378 |
| Distinct (%) | 86.5% | 84.8% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 7.0 KiB | 7.0 KiB |
Length
| Dataset A | Dataset B | |
|---|---|---|
| Max length | 18 | 18 |
| Median length | 17 | 17 |
| Mean length | 6.6883408 | 6.793722 |
| Min length | 3 | 3 |
Characters and Unicode
| Dataset A | Dataset B | |
|---|---|---|
| Total characters | 2983 | 3030 |
| Distinct characters | 32 | 32 |
| Distinct categories | 5 | 5 ? |
| Distinct scripts | 2 | 2 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Dataset A | Dataset B | |
|---|---|---|
| Unique | 333 | 326 ? |
| Unique (%) | 74.7% | 73.1% |
Sample
| Dataset A | Dataset B | |
|---|---|---|
| 1st row | 350043 | 2672 |
| 2nd row | SOTON/O.Q. 3101307 | 2678 |
| 3rd row | 8471 | 36864 |
| 4th row | C.A. 33111 | 349251 |
| 5th row | 248738 | 345769 |
| Value | Count | Frequency (%) |
| pc | 36 | 6.3% |
| c.a | 15 | 2.6% |
| a/5 | 8 | 1.4% |
| ca | 7 | 1.2% |
| 2 | 5 | 0.9% |
| ston/o | 5 | 0.9% |
| 382652 | 4 | 0.7% |
| f.c.c | 4 | 0.7% |
| w./c | 4 | 0.7% |
| a/4 | 3 | 0.5% |
| Other values (404) | 477 |
| Value | Count | Frequency (%) |
| pc | 32 | 5.7% |
| a/5 | 10 | 1.8% |
| c.a | 9 | 1.6% |
| soton/o.q | 6 | 1.1% |
| ston/o | 6 | 1.1% |
| 2 | 6 | 1.1% |
| ca | 6 | 1.1% |
| w./c | 5 | 0.9% |
| ston/o2 | 5 | 0.9% |
| 3101295 | 4 | 0.7% |
| Other values (396) | 476 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 379 | |
| 1 | 314 | |
| 2 | 291 | |
| 7 | 267 | |
| 4 | 236 | 7.9% |
| 6 | 205 | 6.9% |
| 5 | 195 | 6.5% |
| 0 | 188 | 6.3% |
| 9 | 165 | 5.5% |
| 8 | 146 | 4.9% |
| Other values (22) | 597 |
| Value | Count | Frequency (%) |
| 3 | 376 | |
| 1 | 336 | |
| 2 | 292 | |
| 7 | 267 | |
| 4 | 250 | |
| 0 | 207 | 6.8% |
| 6 | 189 | 6.2% |
| 9 | 185 | 6.1% |
| 5 | 179 | 5.9% |
| 8 | 142 | 4.7% |
| Other values (22) | 607 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2386 | |
| Uppercase Letter | 328 | 11.0% |
| Other Punctuation | 142 | 4.8% |
| Space Separator | 122 | 4.1% |
| Lowercase Letter | 5 | 0.2% |
| Value | Count | Frequency (%) |
| Decimal Number | 2423 | |
| Uppercase Letter | 337 | 11.1% |
| Other Punctuation | 143 | 4.7% |
| Space Separator | 119 | 3.9% |
| Lowercase Letter | 8 | 0.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 379 | |
| 1 | 314 | |
| 2 | 291 | |
| 7 | 267 | |
| 4 | 236 | |
| 6 | 205 | |
| 5 | 195 | |
| 0 | 188 | |
| 9 | 165 | |
| 8 | 146 | 6.1% |
| Value | Count | Frequency (%) |
| 3 | 376 | |
| 1 | 336 | |
| 2 | 292 | |
| 7 | 267 | |
| 4 | 250 | |
| 0 | 207 | |
| 6 | 189 | |
| 9 | 185 | |
| 5 | 179 | |
| 8 | 142 | 5.9% |
Space Separator
| Value | Count | Frequency (%) |
| 122 |
| Value | Count | Frequency (%) |
| 119 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 98 | |
| / | 44 |
| Value | Count | Frequency (%) |
| . | 91 | |
| / | 52 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 82 | |
| P | 60 | |
| O | 45 | |
| A | 39 | |
| S | 31 | 9.5% |
| N | 19 | 5.8% |
| T | 16 | 4.9% |
| W | 7 | 2.1% |
| Q | 6 | 1.8% |
| I | 6 | 1.8% |
| Other values (5) | 17 | 5.2% |
| Value | Count | Frequency (%) |
| C | 72 | |
| O | 60 | |
| P | 47 | |
| A | 39 | |
| S | 38 | |
| N | 25 | 7.4% |
| T | 23 | 6.8% |
| Q | 10 | 3.0% |
| W | 5 | 1.5% |
| I | 5 | 1.5% |
| Other values (5) | 13 | 3.9% |
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 2 | |
| r | 1 | |
| i | 1 | |
| s | 1 |
| Value | Count | Frequency (%) |
| a | 2 | |
| r | 2 | |
| i | 2 | |
| s | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2650 | |
| Latin | 333 | 11.2% |
| Value | Count | Frequency (%) |
| Common | 2685 | |
| Latin | 345 | 11.4% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 379 | |
| 1 | 314 | |
| 2 | 291 | |
| 7 | 267 | |
| 4 | 236 | |
| 6 | 205 | |
| 5 | 195 | |
| 0 | 188 | |
| 9 | 165 | |
| 8 | 146 | 5.5% |
| Other values (3) | 264 |
| Value | Count | Frequency (%) |
| 3 | 376 | |
| 1 | 336 | |
| 2 | 292 | |
| 7 | 267 | |
| 4 | 250 | |
| 0 | 207 | |
| 6 | 189 | |
| 9 | 185 | |
| 5 | 179 | |
| 8 | 142 | 5.3% |
| Other values (3) | 262 |
Latin
| Value | Count | Frequency (%) |
| C | 82 | |
| P | 60 | |
| O | 45 | |
| A | 39 | |
| S | 31 | 9.3% |
| N | 19 | 5.7% |
| T | 16 | 4.8% |
| W | 7 | 2.1% |
| Q | 6 | 1.8% |
| I | 6 | 1.8% |
| Other values (9) | 22 | 6.6% |
| Value | Count | Frequency (%) |
| C | 72 | |
| O | 60 | |
| P | 47 | |
| A | 39 | |
| S | 38 | |
| N | 25 | 7.2% |
| T | 23 | 6.7% |
| Q | 10 | 2.9% |
| W | 5 | 1.4% |
| I | 5 | 1.4% |
| Other values (9) | 21 | 6.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2983 |
| Value | Count | Frequency (%) |
| ASCII | 3030 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 379 | |
| 1 | 314 | |
| 2 | 291 | |
| 7 | 267 | |
| 4 | 236 | 7.9% |
| 6 | 205 | 6.9% |
| 5 | 195 | 6.5% |
| 0 | 188 | 6.3% |
| 9 | 165 | 5.5% |
| 8 | 146 | 4.9% |
| Other values (22) | 597 |
| Value | Count | Frequency (%) |
| 3 | 376 | |
| 1 | 336 | |
| 2 | 292 | |
| 7 | 267 | |
| 4 | 250 | |
| 0 | 207 | 6.8% |
| 6 | 189 | 6.2% |
| 9 | 185 | 6.1% |
| 5 | 179 | 5.9% |
| 8 | 142 | 4.7% |
| Other values (22) | 607 |
Fare
Real number (ℝ)
| Dataset A | Dataset B | |
|---|---|---|
| Distinct | 182 | 181 |
| Distinct (%) | 40.8% | 40.6% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 30.337481 | 31.170748 |
| Dataset A | Dataset B | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 512.3292 | 512.3292 |
| Zeros | 6 | 10 |
| Zeros (%) | 1.3% | 2.2% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 7.0 KiB | 7.0 KiB |
Quantile statistics
| Dataset A | Dataset B | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 7.225 | 7.05105 |
| Q1 | 7.8958 | 7.8958 |
| median | 13.25 | 13.5 |
| Q3 | 29.55625 | 30 |
| 95-th percentile | 90 | 109.76873 |
| Maximum | 512.3292 | 512.3292 |
| Range | 512.3292 | 512.3292 |
| Interquartile range (IQR) | 21.66045 | 22.1042 |
Descriptive statistics
| Dataset A | Dataset B | |
|---|---|---|
| Standard deviation | 49.259648 | 51.031205 |
| Coefficient of variation (CV) | 1.6237224 | 1.6371505 |
| Kurtosis | 44.351288 | 38.185896 |
| Mean | 30.337481 | 31.170748 |
| Median Absolute Deviation (MAD) | 6 | 6.275 |
| Skewness | 5.6248305 | 5.2129469 |
| Sum | 13530.516 | 13902.154 |
| Variance | 2426.5129 | 2604.1839 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 13 | 19 | 4.3% |
| 7.8958 | 19 | 4.3% |
| 8.05 | 18 | 4.0% |
| 7.75 | 17 | 3.8% |
| 10.5 | 13 | 2.9% |
| 26 | 13 | 2.9% |
| 7.2292 | 10 | 2.2% |
| 7.8542 | 9 | 2.0% |
| 8.6625 | 9 | 2.0% |
| 7.925 | 8 | 1.8% |
| Other values (172) | 311 |
| Value | Count | Frequency (%) |
| 7.8958 | 26 | 5.8% |
| 8.05 | 23 | 5.2% |
| 13 | 21 | 4.7% |
| 26 | 17 | 3.8% |
| 7.75 | 15 | 3.4% |
| 0 | 10 | 2.2% |
| 7.225 | 9 | 2.0% |
| 7.925 | 9 | 2.0% |
| 10.5 | 9 | 2.0% |
| 26.55 | 9 | 2.0% |
| Other values (171) | 298 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 4.0125 | 1 | 0.2% |
| 6.4958 | 1 | 0.2% |
| 6.75 | 1 | 0.2% |
| 6.975 | 1 | 0.2% |
| 7.0458 | 1 | 0.2% |
| 7.05 | 4 | |
| 7.0542 | 1 | 0.2% |
| 7.125 | 3 | 0.7% |
| 7.225 | 8 |
| Value | Count | Frequency (%) |
| 0 | 10 | |
| 4.0125 | 1 | 0.2% |
| 5 | 1 | 0.2% |
| 6.4375 | 1 | 0.2% |
| 6.45 | 1 | 0.2% |
| 6.4958 | 1 | 0.2% |
| 6.975 | 2 | 0.4% |
| 7.0458 | 1 | 0.2% |
| 7.05 | 5 | |
| 7.0542 | 2 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 10 | |
| 4.0125 | 1 | 0.2% |
| 5 | 1 | 0.2% |
| 6.4375 | 1 | 0.2% |
| 6.45 | 1 | 0.2% |
| 6.4958 | 1 | 0.2% |
| 6.975 | 2 | 0.4% |
| 7.0458 | 1 | 0.2% |
| 7.05 | 5 | |
| 7.0542 | 2 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 4.0125 | 1 | 0.2% |
| 6.4958 | 1 | 0.2% |
| 6.75 | 1 | 0.2% |
| 6.975 | 1 | 0.2% |
| 7.0458 | 1 | 0.2% |
| 7.05 | 4 | |
| 7.0542 | 1 | 0.2% |
| 7.125 | 3 | 0.7% |
| 7.225 | 8 |
Cabin
['Text', 'Text']
| Dataset A | Dataset B | |
|---|---|---|
| Distinct | 83 | 85 |
| Distinct (%) | 79.0% | 88.5% |
| Missing | 341 | 350 |
| Missing (%) | 76.5% | 78.5% |
| Memory size | 7.0 KiB | 7.0 KiB |
Length
| Dataset A | Dataset B | |
|---|---|---|
| Max length | 15 | 11 |
| Median length | 3 | 3 |
| Mean length | 3.4761905 | 3.4375 |
| Min length | 1 | 1 |
Characters and Unicode
| Dataset A | Dataset B | |
|---|---|---|
| Total characters | 365 | 330 |
| Distinct characters | 19 | 19 |
| Distinct categories | 3 | 3 ? |
| Distinct scripts | 2 | 2 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Dataset A | Dataset B | |
|---|---|---|
| Unique | 63 | 74 ? |
| Unique (%) | 60.0% | 77.1% |
Sample
| Dataset A | Dataset B | |
|---|---|---|
| 1st row | C78 | C22 C26 |
| 2nd row | D17 | B86 |
| 3rd row | D33 | B5 |
| 4th row | C93 | E38 |
| 5th row | C87 | E24 |
| Value | Count | Frequency (%) |
| g6 | 4 | 3.3% |
| f | 3 | 2.5% |
| c65 | 2 | 1.7% |
| b22 | 2 | 1.7% |
| d17 | 2 | 1.7% |
| e101 | 2 | 1.7% |
| e121 | 2 | 1.7% |
| d33 | 2 | 1.7% |
| c93 | 2 | 1.7% |
| b98 | 2 | 1.7% |
| Other values (84) | 98 |
| Value | Count | Frequency (%) |
| c83 | 2 | 1.8% |
| c52 | 2 | 1.8% |
| f | 2 | 1.8% |
| f2 | 2 | 1.8% |
| e101 | 2 | 1.8% |
| b5 | 2 | 1.8% |
| e121 | 2 | 1.8% |
| g6 | 2 | 1.8% |
| d26 | 2 | 1.8% |
| c26 | 2 | 1.8% |
| Other values (86) | 89 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 37 | 10.1% |
| 2 | 36 | 9.9% |
| B | 32 | 8.8% |
| C | 32 | 8.8% |
| 6 | 26 | 7.1% |
| 1 | 25 | 6.8% |
| 5 | 24 | 6.6% |
| 8 | 21 | 5.8% |
| E | 19 | 5.2% |
| 4 | 18 | 4.9% |
| Other values (9) | 95 |
| Value | Count | Frequency (%) |
| 2 | 36 | |
| C | 35 | 10.6% |
| 1 | 29 | 8.8% |
| B | 26 | 7.9% |
| 6 | 23 | 7.0% |
| 5 | 21 | 6.4% |
| 3 | 19 | 5.8% |
| E | 18 | 5.5% |
| 8 | 18 | 5.5% |
| 4 | 17 | 5.2% |
| Other values (9) | 88 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 228 | |
| Uppercase Letter | 121 | |
| Space Separator | 16 | 4.4% |
| Value | Count | Frequency (%) |
| Decimal Number | 208 | |
| Uppercase Letter | 109 | |
| Space Separator | 13 | 3.9% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 37 | |
| 2 | 36 | |
| 6 | 26 | |
| 1 | 25 | |
| 5 | 24 | |
| 8 | 21 | |
| 4 | 18 | |
| 9 | 17 | |
| 7 | 14 | 6.1% |
| 0 | 10 | 4.4% |
| Value | Count | Frequency (%) |
| 2 | 36 | |
| 1 | 29 | |
| 6 | 23 | |
| 5 | 21 | |
| 3 | 19 | |
| 8 | 18 | |
| 4 | 17 | |
| 0 | 17 | |
| 9 | 16 | |
| 7 | 12 | 5.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 32 | |
| C | 32 | |
| E | 19 | |
| D | 17 | |
| F | 7 | 5.8% |
| A | 7 | 5.8% |
| G | 6 | 5.0% |
| T | 1 | 0.8% |
| Value | Count | Frequency (%) |
| C | 35 | |
| B | 26 | |
| E | 18 | |
| D | 16 | |
| F | 5 | 4.6% |
| A | 5 | 4.6% |
| G | 3 | 2.8% |
| T | 1 | 0.9% |
Space Separator
| Value | Count | Frequency (%) |
| 16 |
| Value | Count | Frequency (%) |
| 13 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 244 | |
| Latin | 121 |
| Value | Count | Frequency (%) |
| Common | 221 | |
| Latin | 109 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 37 | |
| 2 | 36 | |
| 6 | 26 | |
| 1 | 25 | |
| 5 | 24 | |
| 8 | 21 | |
| 4 | 18 | |
| 9 | 17 | |
| 16 | ||
| 7 | 14 | 5.7% |
| Value | Count | Frequency (%) |
| 2 | 36 | |
| 1 | 29 | |
| 6 | 23 | |
| 5 | 21 | |
| 3 | 19 | |
| 8 | 18 | |
| 4 | 17 | |
| 0 | 17 | |
| 9 | 16 | |
| 13 | 5.9% |
Latin
| Value | Count | Frequency (%) |
| B | 32 | |
| C | 32 | |
| E | 19 | |
| D | 17 | |
| F | 7 | 5.8% |
| A | 7 | 5.8% |
| G | 6 | 5.0% |
| T | 1 | 0.8% |
| Value | Count | Frequency (%) |
| C | 35 | |
| B | 26 | |
| E | 18 | |
| D | 16 | |
| F | 5 | 4.6% |
| A | 5 | 4.6% |
| G | 3 | 2.8% |
| T | 1 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 365 |
| Value | Count | Frequency (%) |
| ASCII | 330 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 37 | 10.1% |
| 2 | 36 | 9.9% |
| B | 32 | 8.8% |
| C | 32 | 8.8% |
| 6 | 26 | 7.1% |
| 1 | 25 | 6.8% |
| 5 | 24 | 6.6% |
| 8 | 21 | 5.8% |
| E | 19 | 5.2% |
| 4 | 18 | 4.9% |
| Other values (9) | 95 |
| Value | Count | Frequency (%) |
| 2 | 36 | |
| C | 35 | 10.6% |
| 1 | 29 | 8.8% |
| B | 26 | 7.9% |
| 6 | 23 | 7.0% |
| 5 | 21 | 6.4% |
| 3 | 19 | 5.8% |
| E | 18 | 5.5% |
| 8 | 18 | 5.5% |
| 4 | 17 | 5.2% |
| Other values (9) | 88 |
Embarked
Categorical
| Dataset A | Dataset B | |
|---|---|---|
| Distinct | 3 | 3 |
| Distinct (%) | 0.7% | 0.7% |
| Missing | 1 | 0 |
| Missing (%) | 0.2% | 0.0% |
| Memory size | 7.0 KiB | 7.0 KiB |
| S | |
|---|---|
| C | |
| Q |
| S | |
|---|---|
| C | |
| Q |
Length
| Dataset A | Dataset B | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Dataset A | Dataset B | |
|---|---|---|
| Total characters | 445 | 446 |
| Distinct characters | 3 | 3 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Dataset A | Dataset B | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Dataset A | Dataset B | |
|---|---|---|
| 1st row | S | C |
| 2nd row | S | C |
| 3rd row | S | Q |
| 4th row | S | S |
| 5th row | S | S |
Common Values
| Value | Count | Frequency (%) |
| S | 311 | |
| C | 90 | 20.2% |
| Q | 44 | 9.9% |
| (Missing) | 1 | 0.2% |
| Value | Count | Frequency (%) |
| S | 322 | |
| C | 85 | 19.1% |
| Q | 39 | 8.7% |
Length
Common Values (Plot)
Dataset A
Dataset B
| Value | Count | Frequency (%) |
| s | 311 | |
| c | 90 | 20.2% |
| q | 44 | 9.9% |
| Value | Count | Frequency (%) |
| s | 322 | |
| c | 85 | 19.1% |
| q | 39 | 8.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 311 | |
| C | 90 | 20.2% |
| Q | 44 | 9.9% |
| Value | Count | Frequency (%) |
| S | 322 | |
| C | 85 | 19.1% |
| Q | 39 | 8.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 445 |
| Value | Count | Frequency (%) |
| Uppercase Letter | 446 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 311 | |
| C | 90 | 20.2% |
| Q | 44 | 9.9% |
| Value | Count | Frequency (%) |
| S | 322 | |
| C | 85 | 19.1% |
| Q | 39 | 8.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 445 |
| Value | Count | Frequency (%) |
| Latin | 446 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 311 | |
| C | 90 | 20.2% |
| Q | 44 | 9.9% |
| Value | Count | Frequency (%) |
| S | 322 | |
| C | 85 | 19.1% |
| Q | 39 | 8.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 445 |
| Value | Count | Frequency (%) |
| ASCII | 446 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 311 | |
| C | 90 | 20.2% |
| Q | 44 | 9.9% |
| Value | Count | Frequency (%) |
| S | 322 | |
| C | 85 | 19.1% |
| Q | 39 | 8.7% |
Dataset A
Dataset B
Dataset A
Dataset B
Dataset A
Dataset B
Dataset A
Dataset B
Dataset A
Dataset B
Dataset A
Dataset B
Dataset A
Dataset B
Dataset A
Dataset B
Dataset A
Dataset B
Dataset A
Dataset B
Dataset A
Dataset B
Dataset A
Dataset B
Dataset A
Dataset B
Dataset A
Dataset B
Dataset A
Dataset B
Dataset A
Dataset B
Dataset A
Dataset B
Dataset A
Dataset B
Dataset A
Dataset B
Dataset A
Dataset B
Dataset A
Dataset B
Dataset A
Dataset B
Dataset A
Dataset B
Dataset A
Dataset B
Dataset A
Dataset B
Dataset A
Dataset B
Dataset A
| PassengerId | Age | SibSp | Parch | Fare | Survived | Pclass | Sex | Embarked | |
|---|---|---|---|---|---|---|---|---|---|
| PassengerId | 1.000 | 0.097 | -0.043 | 0.025 | 0.028 | 0.105 | 0.000 | 0.072 | 0.000 |
| Age | 0.097 | 1.000 | -0.186 | -0.239 | 0.161 | 0.146 | 0.261 | 0.000 | 0.111 |
| SibSp | -0.043 | -0.186 | 1.000 | 0.455 | 0.459 | 0.198 | 0.133 | 0.223 | 0.096 |
| Parch | 0.025 | -0.239 | 0.455 | 1.000 | 0.385 | 0.099 | 0.000 | 0.253 | 0.041 |
| Fare | 0.028 | 0.161 | 0.459 | 0.385 | 1.000 | 0.342 | 0.495 | 0.227 | 0.172 |
| Survived | 0.105 | 0.146 | 0.198 | 0.099 | 0.342 | 1.000 | 0.371 | 0.542 | 0.109 |
| Pclass | 0.000 | 0.261 | 0.133 | 0.000 | 0.495 | 0.371 | 1.000 | 0.115 | 0.256 |
| Sex | 0.072 | 0.000 | 0.223 | 0.253 | 0.227 | 0.542 | 0.115 | 1.000 | 0.040 |
| Embarked | 0.000 | 0.111 | 0.096 | 0.041 | 0.172 | 0.109 | 0.256 | 0.040 | 1.000 |
Dataset B
| PassengerId | Age | SibSp | Parch | Fare | Survived | Pclass | Sex | Embarked | |
|---|---|---|---|---|---|---|---|---|---|
| PassengerId | 1.000 | 0.034 | -0.084 | -0.018 | -0.037 | 0.013 | 0.000 | 0.034 | 0.000 |
| Age | 0.034 | 1.000 | -0.265 | -0.276 | 0.134 | 0.151 | 0.301 | 0.000 | 0.089 |
| SibSp | -0.084 | -0.265 | 1.000 | 0.448 | 0.405 | 0.117 | 0.096 | 0.164 | 0.000 |
| Parch | -0.018 | -0.276 | 0.448 | 1.000 | 0.419 | 0.120 | 0.000 | 0.225 | 0.000 |
| Fare | -0.037 | 0.134 | 0.405 | 0.419 | 1.000 | 0.274 | 0.471 | 0.157 | 0.190 |
| Survived | 0.013 | 0.151 | 0.117 | 0.120 | 0.274 | 1.000 | 0.274 | 0.514 | 0.161 |
| Pclass | 0.000 | 0.301 | 0.096 | 0.000 | 0.471 | 0.274 | 1.000 | 0.000 | 0.244 |
| Sex | 0.034 | 0.000 | 0.164 | 0.225 | 0.157 | 0.514 | 0.000 | 1.000 | 0.104 |
| Embarked | 0.000 | 0.089 | 0.000 | 0.000 | 0.190 | 0.161 | 0.244 | 0.104 | 1.000 |
Dataset A
Dataset B
Dataset A
Dataset B
Dataset A
Dataset B
Dataset A
| PassengerId | Survived | Pclass | Name | Sex | Age | SibSp | Parch | Ticket | Fare | Cabin | Embarked | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 146 | 147 | 1 | 3 | Andersson, Mr. August Edvard ("Wennerstrom") | male | 27.00 | 0 | 0 | 350043 | 7.7958 | NaN | S |
| 131 | 132 | 0 | 3 | Coelho, Mr. Domingos Fernandeo | male | 20.00 | 0 | 0 | SOTON/O.Q. 3101307 | 7.0500 | NaN | S |
| 769 | 770 | 0 | 3 | Gronnestad, Mr. Daniel Danielsen | male | 32.00 | 0 | 0 | 8471 | 8.3625 | NaN | S |
| 70 | 71 | 0 | 2 | Jenkin, Mr. Stephen Curnow | male | 32.00 | 0 | 0 | C.A. 33111 | 10.5000 | NaN | S |
| 78 | 79 | 1 | 2 | Caldwell, Master. Alden Gates | male | 0.83 | 0 | 2 | 248738 | 29.0000 | NaN | S |
| 428 | 429 | 0 | 3 | Flynn, Mr. James | male | NaN | 0 | 0 | 364851 | 7.7500 | NaN | Q |
| 322 | 323 | 1 | 2 | Slayter, Miss. Hilda Mary | female | 30.00 | 0 | 0 | 234818 | 12.3500 | NaN | Q |
| 432 | 433 | 1 | 2 | Louch, Mrs. Charles Alexander (Alice Adelaide Slow) | female | 42.00 | 1 | 0 | SC/AH 3085 | 26.0000 | NaN | S |
| 784 | 785 | 0 | 3 | Ali, Mr. William | male | 25.00 | 0 | 0 | SOTON/O.Q. 3101312 | 7.0500 | NaN | S |
| 412 | 413 | 1 | 1 | Minahan, Miss. Daisy E | female | 33.00 | 1 | 0 | 19928 | 90.0000 | C78 | Q |
Dataset B
| PassengerId | Survived | Pclass | Name | Sex | Age | SibSp | Parch | Ticket | Fare | Cabin | Embarked | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 693 | 694 | 0 | 3 | Saad, Mr. Khalil | male | 25.0 | 0 | 0 | 2672 | 7.2250 | NaN | C |
| 852 | 853 | 0 | 3 | Boulos, Miss. Nourelain | female | 9.0 | 1 | 1 | 2678 | 15.2458 | NaN | C |
| 703 | 704 | 0 | 3 | Gallagher, Mr. Martin | male | 25.0 | 0 | 0 | 36864 | 7.7417 | NaN | Q |
| 561 | 562 | 0 | 3 | Sivic, Mr. Husein | male | 40.0 | 0 | 0 | 349251 | 7.8958 | NaN | S |
| 441 | 442 | 0 | 3 | Hampe, Mr. Leon | male | 20.0 | 0 | 0 | 345769 | 9.5000 | NaN | S |
| 818 | 819 | 0 | 3 | Holm, Mr. John Fredrik Alexander | male | 43.0 | 0 | 0 | C 7075 | 6.4500 | NaN | S |
| 797 | 798 | 1 | 3 | Osman, Mrs. Mara | female | 31.0 | 0 | 0 | 349244 | 8.6833 | NaN | S |
| 38 | 39 | 0 | 3 | Vander Planke, Miss. Augusta Maria | female | 18.0 | 2 | 0 | 345764 | 18.0000 | NaN | S |
| 357 | 358 | 0 | 2 | Funk, Miss. Annie Clemmer | female | 38.0 | 0 | 0 | 237671 | 13.0000 | NaN | S |
| 595 | 596 | 0 | 3 | Van Impe, Mr. Jean Baptiste | male | 36.0 | 1 | 1 | 345773 | 24.1500 | NaN | S |
Dataset A
| PassengerId | Survived | Pclass | Name | Sex | Age | SibSp | Parch | Ticket | Fare | Cabin | Embarked | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 188 | 189 | 0 | 3 | Bourke, Mr. John | male | 40.0 | 1 | 1 | 364849 | 15.5000 | NaN | Q |
| 2 | 3 | 1 | 3 | Heikkinen, Miss. Laina | female | 26.0 | 0 | 0 | STON/O2. 3101282 | 7.9250 | NaN | S |
| 222 | 223 | 0 | 3 | Green, Mr. George Henry | male | 51.0 | 0 | 0 | 21440 | 8.0500 | NaN | S |
| 254 | 255 | 0 | 3 | Rosblom, Mrs. Viktor (Helena Wilhelmina) | female | 41.0 | 0 | 2 | 370129 | 20.2125 | NaN | S |
| 317 | 318 | 0 | 2 | Moraweck, Dr. Ernest | male | 54.0 | 0 | 0 | 29011 | 14.0000 | NaN | S |
| 112 | 113 | 0 | 3 | Barton, Mr. David John | male | 22.0 | 0 | 0 | 324669 | 8.0500 | NaN | S |
| 347 | 348 | 1 | 3 | Davison, Mrs. Thomas Henry (Mary E Finck) | female | NaN | 1 | 0 | 386525 | 16.1000 | NaN | S |
| 711 | 712 | 0 | 1 | Klaber, Mr. Herman | male | NaN | 0 | 0 | 113028 | 26.5500 | C124 | S |
| 886 | 887 | 0 | 2 | Montvila, Rev. Juozas | male | 27.0 | 0 | 0 | 211536 | 13.0000 | NaN | S |
| 58 | 59 | 1 | 2 | West, Miss. Constance Mirium | female | 5.0 | 1 | 2 | C.A. 34651 | 27.7500 | NaN | S |
Dataset B
| PassengerId | Survived | Pclass | Name | Sex | Age | SibSp | Parch | Ticket | Fare | Cabin | Embarked | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 465 | 466 | 0 | 3 | Goncalves, Mr. Manuel Estanslas | male | 38.0 | 0 | 0 | SOTON/O.Q. 3101306 | 7.0500 | NaN | S |
| 251 | 252 | 0 | 3 | Strom, Mrs. Wilhelm (Elna Matilda Persson) | female | 29.0 | 1 | 1 | 347054 | 10.4625 | G6 | S |
| 563 | 564 | 0 | 3 | Simmons, Mr. John | male | NaN | 0 | 0 | SOTON/OQ 392082 | 8.0500 | NaN | S |
| 476 | 477 | 0 | 2 | Renouf, Mr. Peter Henry | male | 34.0 | 1 | 0 | 31027 | 21.0000 | NaN | S |
| 550 | 551 | 1 | 1 | Thayer, Mr. John Borland Jr | male | 17.0 | 0 | 2 | 17421 | 110.8833 | C70 | C |
| 537 | 538 | 1 | 1 | LeRoy, Miss. Bertha | female | 30.0 | 0 | 0 | PC 17761 | 106.4250 | NaN | C |
| 557 | 558 | 0 | 1 | Robbins, Mr. Victor | male | NaN | 0 | 0 | PC 17757 | 227.5250 | NaN | C |
| 492 | 493 | 0 | 1 | Molson, Mr. Harry Markland | male | 55.0 | 0 | 0 | 113787 | 30.5000 | C30 | S |
| 791 | 792 | 0 | 2 | Gaskell, Mr. Alfred | male | 16.0 | 0 | 0 | 239865 | 26.0000 | NaN | S |
| 309 | 310 | 1 | 1 | Francatelli, Miss. Laura Mabel | female | 30.0 | 0 | 0 | PC 17485 | 56.9292 | E36 | C |
Dataset A
| PassengerId | Survived | Pclass | Name | Sex | Age | SibSp | Parch | Ticket | Fare | Cabin | Embarked | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dataset does not contain duplicate rows. | |||||||||||||
Dataset B
| PassengerId | Survived | Pclass | Name | Sex | Age | SibSp | Parch | Ticket | Fare | Cabin | Embarked | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dataset does not contain duplicate rows. | |||||||||||||